Automating GPU Environments with vCluster

Join Piotr and Mike live as we demo how to automate on-demand GPU environments with Auto Nodes + the vCluster Platform Free Tier. We’ll walk through a practical setup you can copy, show how the pieces fit together, and answer questions along the way—whether you’re experimenting with GPU workloads, building CI/ML pipelines, or just want a clean way to spin up ephemeral environments. What you’ll see in this stream • Automating GPU-capable Kubernetes environments with Auto Nodes • How to use the vCluster Platform Free Tier to get started quickly • A live demo + implementation details you can reuse • Q&A: bring your use case, and we’ll troubleshoot together Get your own Free Tier Start here: https://vcluster.com/pricing Demo repos / code used • https://github.com/loft-sh/vind • https://github.com/loft-sh/vcluster-auto-nodes-gcp Questions or feedback? Drop them in the comments—also tell us what you’ve built with the Free Tier and what you want to see next. #Kubernetes #GPU #MLOps #DevOps #vCluster #CloudNative